Triple

T9153291
Position Surface form Disambiguated ID Type / Status
Subject John Scalzi E219642 entity
Predicate notableWork P4 FINISHED
Object Fuzzy Nation
Fuzzy Nation is a science fiction novel by John Scalzi that reimagines H. Beam Piper’s classic story Little Fuzzy, exploring themes of sentience, corporate exploitation, and alien life.
E779937 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Fuzzy Nation | Statement: [John Scalzi, notableWork, Fuzzy Nation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fuzzy Nation
Context triple: [John Scalzi, notableWork, Fuzzy Nation]
  • A. Futunans
    Futunans are an indigenous Polynesian people native to the island of Futuna in the French overseas collectivity of Wallis and Futuna in the South Pacific.
  • B. Day of the Fico
    Day of the Fico is a historic 1822 political event in Brazil when Prince Regent Dom Pedro I refused to return to Portugal, a key step toward Brazilian independence.
  • C. This Is Not America
    "This Is Not America" is a 1985 pop-rock song by David Bowie and the Pat Metheny Group, best known for its use on the soundtrack of the film *The Falcon and the Snowman*.
  • D. Front of the Nation
    Front of the Nation is an Israeli political party whose name, translated from Hebrew as "Hazit HaAm," reflects its populist, nationalist orientation.
  • E. Incoherent Empire
    Incoherent Empire is a book by historian Michael Mann that critically analyzes the nature, contradictions, and global impact of American imperial power in the contemporary era.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Fuzzy Nation
Triple: [John Scalzi, notableWork, Fuzzy Nation]
Generated description
Fuzzy Nation is a science fiction novel by John Scalzi that reimagines H. Beam Piper’s classic story Little Fuzzy, exploring themes of sentience, corporate exploitation, and alien life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fuzzy Nation
Target entity description: Fuzzy Nation is a science fiction novel by John Scalzi that reimagines H. Beam Piper’s classic story Little Fuzzy, exploring themes of sentience, corporate exploitation, and alien life.
  • A. Futunans
    Futunans are an indigenous Polynesian people native to the island of Futuna in the French overseas collectivity of Wallis and Futuna in the South Pacific.
  • B. Day of the Fico
    Day of the Fico is a historic 1822 political event in Brazil when Prince Regent Dom Pedro I refused to return to Portugal, a key step toward Brazilian independence.
  • C. This Is Not America
    "This Is Not America" is a 1985 pop-rock song by David Bowie and the Pat Metheny Group, best known for its use on the soundtrack of the film *The Falcon and the Snowman*.
  • D. Front of the Nation
    Front of the Nation is an Israeli political party whose name, translated from Hebrew as "Hazit HaAm," reflects its populist, nationalist orientation.
  • E. Incoherent Empire
    Incoherent Empire is a book by historian Michael Mann that critically analyzes the nature, contradictions, and global impact of American imperial power in the contemporary era.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca83e25418819093c6503deeaf30de completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca96e323881909cbf4d6708f24f79 completed April 1, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d04846544481909012f5c7fbbf3b0a completed April 3, 2026, 11:07 p.m.
NEDg Description generation batch_69d048dcd7448190bee7509495e964eb completed April 3, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_69d049b6a0188190b52f833795a8ad05 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:20 p.m.